L

Luis Carlos Alvarez

About

Detail

Software Engineer
United States
Contact Luis regarding: 
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Full-time jobs

Résumé

Jobs verified_user 0% verified
  • F
    Senior Machine Learning Engineer
    Fluence Energy
  • S
    Machine Learning Engineer (Freelance)
    Solar Unsoiled
     Developed supervised training model and implemented ML lifecycle for identifying unusable images of soiled solar panels obtained through microscopy with high accuracy, recall, and precision at the 90% level.  Deployed model endpoint on AWS API Gateway with AWS Lambda
    AWS Python ML MLOps Devops Scikit-learn Docker Lambda API Gateway Serverless Framework Git
  • Stem INC
    Data Engineer
    Stem INC
    February 2016  Created the Network Operations Center monitoring and visualization solutions for fleet of energy sto rage systems using data pipeline with influxDB and Grafana. Pipelines reported on demand charge management performance, utility services and operational performance with visualizations in Gra fana.  Created Fleet Operations software applications hosted on AWS
    Python MySQL InfluxDB Pandas Numpy Grafana Git
  • Nova Credit
    Data Platform Engineer
    Nova Credit
    April 2020  Architected streaming infrastructure on AWS for application eventing using API Gateway, Lambda, SQS, Kinesis, Kinesis Firehose, AWS Elasticsearch, & S3. Maintained and monitored system with de vops team  Created secure analytics environment for Data Scientists model development using EC2, EFS  Deployed & maintained BI (Grafana) tools used for internal teams  Employee resource group leader for Black, Indigenous, & People of Color
    Javascript Python PostgreSQL Terraform Docker Ansible AWS Git Grafana Jupyter Circle CI
  • Duke Energy
    Cloud Data Engineer (Contract)
    Duke Energy
  • kWh Analytics
    Data Engineer
    kWh Analytics
    June 2017  Worked with the Data Science team in providing insurance quotes on annual energy generation for utility scale, and C&I solar portfolios in python  Parallelized serial framework that compared modeled and observed energy from solar assets in order to tune insurance model parameters in python  Created elastic CI/CD framework using Concourse CI, Docker and Ansible with AWS for data pipeline architecture and application testing vastly improving each development teams' velocity and agility  Revamped processing of production pipelines from 48 hour serial process to 4 hour distributed pro cess using Concourse, S3, Bitbucket REST API and postgresql databases on AWS  Led technical input to application for the Department of Energy's 'S
Education verified_user 0% verified
  • College of San Mateo
    Associate of Arts and science
    College of San Mateo
  • A
    AWS Certified SolutionsArchitect
  • Stanford University
    Bachelor of Science
    Stanford University
Publications verified_user 0% verified
  • S
    Stanford EE, IEEE Conference 2013 December 2011 Human Exploration ofAsteroids, the Moon and Mars Using RoboticArm-Equipp